Benchmarking vLLM vs SGLang vs llama.cpp on a mixed Blackwell/Ada cluster
I have been running some benchmarks on a heterogeneous 7-GPU cluster to see how different inference engines handle long context prefill using pipeline parallelism. My setup consists of a mix of Blackwell and Ada cards: one RTX PRO 6000 96GB, one PRO 50…